Profiling Report

Dataset statistics

Number of variables	27
Number of observations	113900
Missing cells	797300
Missing cells (%)	25.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	23.5 MiB
Average record size in memory	216.0 B

Variable types

DateTime	1
Text	2
Numeric	16
Categorical	1
Unsupported	7

Alerts

`new_deceased` is highly overall correlated with `new_deceased_confirmed_ratio`	High correlation
`new_deceased_confirmed_ratio` is highly overall correlated with `new_deceased`	High correlation
`population` is highly overall correlated with `population_male` and 10 other fields	High correlation
`population_male` is highly overall correlated with `population` and 10 other fields	High correlation
`population_female` is highly overall correlated with `population` and 10 other fields	High correlation
`population_age_00_09` is highly overall correlated with `population` and 10 other fields	High correlation
`population_age_10_19` is highly overall correlated with `population` and 10 other fields	High correlation
`population_age_20_29` is highly overall correlated with `population` and 10 other fields	High correlation
`population_age_30_39` is highly overall correlated with `population` and 10 other fields	High correlation
`population_age_40_49` is highly overall correlated with `population` and 10 other fields	High correlation
`population_age_50_59` is highly overall correlated with `population` and 10 other fields	High correlation
`population_age_60_69` is highly overall correlated with `population` and 10 other fields	High correlation
`population_age_70_79` is highly overall correlated with `population` and 10 other fields	High correlation
`population_age_80_and_older` is highly overall correlated with `population` and 10 other fields	High correlation
`life_expectancy` has 113900 (100.0%) missing values	Missing
`new_hospitalized_patients` has 113900 (100.0%) missing values	Missing
`cumulative_hospitalized_patients` has 113900 (100.0%) missing values	Missing
`current_hospitalized_patients` has 113900 (100.0%) missing values	Missing
`current_intensive_care_patients` has 113900 (100.0%) missing values	Missing
`new_persons_fully_vaccinated` has 113900 (100.0%) missing values	Missing
`cumulative_persons_fully_vaccinated` has 113900 (100.0%) missing values	Missing
`life_expectancy` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`new_hospitalized_patients` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`cumulative_hospitalized_patients` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`current_hospitalized_patients` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`current_intensive_care_patients` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`new_persons_fully_vaccinated` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`cumulative_persons_fully_vaccinated` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`new_confirmed` has 7499 (6.6%) zeros	Zeros
`new_deceased` has 93480 (82.1%) zeros	Zeros
`new_deceased_confirmed_ratio` has 85981 (75.5%) zeros	Zeros
`population_male` has 3214 (2.8%) zeros	Zeros
`population_female` has 3214 (2.8%) zeros	Zeros
`population_density` has 3214 (2.8%) zeros	Zeros
`population_age_00_09` has 3214 (2.8%) zeros	Zeros
`population_age_10_19` has 3214 (2.8%) zeros	Zeros
`population_age_20_29` has 3214 (2.8%) zeros	Zeros
`population_age_30_39` has 3214 (2.8%) zeros	Zeros
`population_age_40_49` has 3214 (2.8%) zeros	Zeros
`population_age_50_59` has 3214 (2.8%) zeros	Zeros
`population_age_60_69` has 3214 (2.8%) zeros	Zeros
`population_age_70_79` has 3214 (2.8%) zeros	Zeros
`population_age_80_and_older` has 3214 (2.8%) zeros	Zeros

Reproduction

Analysis started	2023-09-07 23:57:25.878659
Analysis finished	2023-09-07 23:57:50.728716
Duration	24.85 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

date
Date

Distinct	330
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	890.0 KiB

Minimum	2020-01-02 00:00:00
Maximum	2020-12-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

week
Text

Distinct	52
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	890.0 KiB

Length

Max length	21
Median length	21
Mean length	21
Min length	21

Characters and Unicode

Total characters	2391900
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	2020-03-09/2020-03-15
2nd row	2020-03-16/2020-03-22
3rd row	2020-03-16/2020-03-22
4th row	2020-03-16/2020-03-22
5th row	2020-03-16/2020-03-22

Value	Count	Frequency (%)
2020-12-14/2020-12-20	3537	3.1%
2020-12-07/2020-12-13	3536	3.1%
2020-11-02/2020-11-08	3521	3.1%
2020-11-16/2020-11-22	3513	3.1%
2020-11-30/2020-12-06	3513	3.1%
2020-11-09/2020-11-15	3512	3.1%
2020-11-23/2020-11-29	3511	3.1%
2020-10-26/2020-11-01	3503	3.1%
2020-12-21/2020-12-27	3458	3.0%
2020-10-19/2020-10-25	3440	3.0%
Other values (42)	78856	69.2%

Most occurring characters

Value	Count	Frequency (%)
0	708667	29.6%
2	585461	24.5%
-	455600	19.0%
1	219704	9.2%
/	113900	4.8%
3	63685	2.7%
9	45601	1.9%
6	41489	1.7%
4	41388	1.7%
8	41134	1.7%
Other values (2)	75271	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1822400	76.2%
Dash Punctuation	455600	19.0%
Other Punctuation	113900	4.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	708667	38.9%
2	585461	32.1%
1	219704	12.1%
3	63685	3.5%
9	45601	2.5%
6	41489	2.3%
4	41388	2.3%
8	41134	2.3%
5	38609	2.1%
7	36662	2.0%

Dash Punctuation

Value	Count	Frequency (%)
-	455600	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	113900	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2391900	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	708667	29.6%
2	585461	24.5%
-	455600	19.0%
1	219704	9.2%
/	113900	4.8%
3	63685	2.7%
9	45601	1.9%
6	41489	1.7%
4	41388	1.7%
8	41134	1.7%
Other values (2)	75271	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2391900	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	708667	29.6%
2	585461	24.5%
-	455600	19.0%
1	219704	9.2%
/	113900	4.8%
3	63685	2.7%
9	45601	1.9%
6	41489	1.7%
4	41388	1.7%
8	41134	1.7%
Other values (2)	75271	3.1%

location_key
Text

Distinct	514
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	890.0 KiB

Length

Max length	11
Median length	11
Mean length	10.153573
Min length	8

Characters and Unicode

Total characters	1156492
Distinct characters	35
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	DE_BB_12051
2nd row	DE_BB_12051
3rd row	DE_BB_12051
4th row	DE_BB_12051
5th row	DE_BB_12051

Value	Count	Frequency (%)
it_88_su	312	0.3%
it_45_pc	312	0.3%
it_78_rc	312	0.3%
it_78_vv	312	0.3%
it_82_ag	312	0.3%
it_82_ct	312	0.3%
it_72_sa	312	0.3%
it_82_en	312	0.3%
it_82_me	312	0.3%
it_82_pa	312	0.3%
Other values (504)	110780	97.3%

Most occurring characters

Value	Count	Frequency (%)
_	227800	19.7%
0	93683	8.1%
E	93632	8.1%
D	82388	7.1%
1	66876	5.8%
5	56618	4.9%
3	44691	3.9%
2	43974	3.8%
I	43219	3.7%
B	41987	3.6%
Other values (25)	361624	31.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	473092	40.9%
Uppercase Letter	455600	39.4%
Connector Punctuation	227800	19.7%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	93632	20.6%
D	82388	18.1%
I	43219	9.5%
B	41987	9.2%
T	41896	9.2%
N	26502	5.8%
W	23392	5.1%
Y	18961	4.2%
H	13034	2.9%
S	12802	2.8%
Other values (14)	57787	12.7%

Decimal Number

Value	Count	Frequency (%)
0	93683	19.8%
1	66876	14.1%
5	56618	12.0%
3	44691	9.4%
2	43974	9.3%
7	41862	8.8%
6	39215	8.3%
4	32135	6.8%
8	27517	5.8%
9	26521	5.6%

Connector Punctuation

Value	Count	Frequency (%)
_	227800	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	700892	60.6%
Latin	455600	39.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	93632	20.6%
D	82388	18.1%
I	43219	9.5%
B	41987	9.2%
T	41896	9.2%
N	26502	5.8%
W	23392	5.1%
Y	18961	4.2%
H	13034	2.9%
S	12802	2.8%
Other values (14)	57787	12.7%

Common

Value	Count	Frequency (%)
_	227800	32.5%
0	93683	13.4%
1	66876	9.5%
5	56618	8.1%
3	44691	6.4%
2	43974	6.3%
7	41862	6.0%
6	39215	5.6%
4	32135	4.6%
8	27517	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1156492	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
_	227800	19.7%
0	93683	8.1%
E	93632	8.1%
D	82388	7.1%
1	66876	5.8%
5	56618	4.9%
3	44691	3.9%
2	43974	3.8%
I	43219	3.7%
B	41987	3.6%
Other values (25)	361624	31.3%

new_confirmed
Real number (ℝ)

ZEROS

Distinct	1040
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.065716

Minimum	-1165
Maximum	4520
Zeros	7499
Zeros (%)	6.6%
Negative	328
Negative (%)	0.3%
Memory size	890.0 KiB

Quantile statistics

Minimum	-1165
5-th percentile	0
Q1	2
median	7
Q3	26
95-th percentile	130
Maximum	4520
Range	5685
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	104.22043
Coefficient of variation (CV)	3.2502139
Kurtosis	377.94201
Mean	32.065716
Median Absolute Deviation (MAD)	6
Skewness	14.952887
Sum	3652285
Variance	10861.899
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	16853	14.8%
2	10154	8.9%
0	7499	6.6%
3	7279	6.4%
4	5782	5.1%
5	4525	4.0%
6	3800	3.3%
7	3211	2.8%
8	2726	2.4%
9	2461	2.2%
Other values (1030)	49610	43.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1165	1	< 0.1%
-685	1	< 0.1%
-633	1	< 0.1%
-529	1	< 0.1%
-524	1	< 0.1%
-486	1	< 0.1%
-468	1	< 0.1%
-338	1	< 0.1%
-333	1	< 0.1%
-329	1	< 0.1%

Value	Count	Frequency (%)
4520	1	< 0.1%
4451	1	< 0.1%
4296	1	< 0.1%
4066	1	< 0.1%
3979	1	< 0.1%
3730	1	< 0.1%
3706	1	< 0.1%
3695	1	< 0.1%
3654	1	< 0.1%
3613	1	< 0.1%

new_deceased
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	35
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.44817384

Minimum	0
Maximum	36
Zeros	93480
Zeros (%)	82.1%
Negative	0
Negative (%)	0.0%
Memory size	890.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	36
Range	36
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.5127244
Coefficient of variation (CV)	3.3753072
Kurtosis	75.907807
Mean	0.44817384
Median Absolute Deviation (MAD)	0
Skewness	7.0054426
Sum	51047
Variance	2.288335
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	93480	82.1%
1	10448	9.2%
2	4107	3.6%
3	2019	1.8%
4	1150	1.0%
5	780	0.7%
6	490	0.4%
7	388	0.3%
8	241	0.2%
9	183	0.2%
Other values (25)	614	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	93480	82.1%
1	10448	9.2%
2	4107	3.6%
3	2019	1.8%
4	1150	1.0%
5	780	0.7%
6	490	0.4%
7	388	0.3%
8	241	0.2%
9	183	0.2%

Value	Count	Frequency (%)
36	1	< 0.1%
34	2	< 0.1%
33	2	< 0.1%
32	1	< 0.1%
31	2	< 0.1%
30	3	< 0.1%
28	3	< 0.1%
27	3	< 0.1%
26	7	< 0.1%
25	4	< 0.1%

new_deceased_confirmed_ratio
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1563
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.020223764

Minimum	0
Maximum	1
Zeros	85981
Zeros (%)	75.5%
Negative	0
Negative (%)	0.0%
Memory size	890.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.077582596
Coefficient of variation (CV)	3.8362096
Kurtosis	90.484659
Mean	0.020223764
Median Absolute Deviation (MAD)	0
Skewness	8.4356582
Sum	2303.4867
Variance	0.0060190592
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	85981	75.5%
0.02022376375	7499	6.6%
0.25	484	0.4%
0.3333333333	471	0.4%
0.1428571429	433	0.4%
0.1666666667	432	0.4%
0.2	424	0.4%
0.1111111111	414	0.4%
0.5	398	0.3%
0.125	386	0.3%
Other values (1553)	16978	14.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	85981	75.5%
0.002544529262	1	< 0.1%
0.00278551532	1	< 0.1%
0.00299850075	1	< 0.1%
0.003125	1	< 0.1%
0.003367003367	1	< 0.1%
0.003703703704	1	< 0.1%
0.003731343284	1	< 0.1%
0.003773584906	1	< 0.1%
0.003992015968	1	< 0.1%

Value	Count	Frequency (%)
1	374	0.3%
0.8	1	< 0.1%
0.75	11	< 0.1%
0.7142857143	1	< 0.1%
0.6666666667	29	< 0.1%
0.6	4	< 0.1%
0.5714285714	1	< 0.1%
0.5555555556	1	< 0.1%
0.55	1	< 0.1%
0.5	398	0.3%

country_name
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	890.0 KiB

Germany	81764
Italy	32136

Length

Max length	7
Median length	7
Mean length	6.4357155
Min length	5

Characters and Unicode

Total characters	733028
Distinct characters	10
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Germany
2nd row	Germany
3rd row	Germany
4th row	Germany
5th row	Germany

Common Values

Value	Count	Frequency (%)
Germany	81764	71.8%
Italy	32136	28.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
germany	81764	71.8%
italy	32136	28.2%

Most occurring characters

Value	Count	Frequency (%)
a	113900	15.5%
y	113900	15.5%
G	81764	11.2%
e	81764	11.2%
r	81764	11.2%
m	81764	11.2%
n	81764	11.2%
I	32136	4.4%
t	32136	4.4%
l	32136	4.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	619128	84.5%
Uppercase Letter	113900	15.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	113900	18.4%
y	113900	18.4%
e	81764	13.2%
r	81764	13.2%
m	81764	13.2%
n	81764	13.2%
t	32136	5.2%
l	32136	5.2%

Uppercase Letter

Value	Count	Frequency (%)
G	81764	71.8%
I	32136	28.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	733028	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	113900	15.5%
y	113900	15.5%
G	81764	11.2%
e	81764	11.2%
r	81764	11.2%
m	81764	11.2%
n	81764	11.2%
I	32136	4.4%
t	32136	4.4%
l	32136	4.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	733028	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	113900	15.5%
y	113900	15.5%
G	81764	11.2%
e	81764	11.2%
r	81764	11.2%
m	81764	11.2%
n	81764	11.2%
I	32136	4.4%
t	32136	4.4%
l	32136	4.4%

population
Real number (ℝ)

HIGH CORRELATION

Distinct	513
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	316364.01

Minimum	34209
Maximum	4342212
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	890.0 KiB

Quantile statistics

Minimum	34209
5-th percentile	72124
Q1	133210
median	219320
Q3	348871
95-th percentile	890768
Maximum	4342212
Range	4308003
Interquartile range (IQR)	215661

Descriptive statistics

Standard deviation	374744.92
Coefficient of variation (CV)	1.1845372
Kurtosis	47.608698
Mean	316364.01
Median Absolute Deviation (MAD)	97044.006
Skewness	5.7062109
Sum	3.603386 × 10¹⁰
Variance	1.4043376 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
316364.0064	624	0.5%
330211	312	0.3%
705393	312	0.3%
139403	312	0.3%
312533	312	0.3%
234493	312	0.3%
528791	312	0.3%
841180	312	0.3%
213840	312	0.3%
219556	312	0.3%
Other values (503)	110468	97.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
34209	105	0.1%
34835	101	0.1%
40403	100	0.1%
40792	151	0.1%
41249	165	0.1%
41847	159	0.1%
41970	147	0.1%
42520	190	0.2%
43837	151	0.1%
43893	162	0.1%

Value	Count	Frequency (%)
4342212	312	0.3%
3250315	312	0.3%
2259523	312	0.3%
1841179	302	0.3%
1471508	305	0.3%
1265954	312	0.3%
1252588	312	0.3%
1251994	312	0.3%
1157624	296	0.3%
1114590	312	0.3%

population_male
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	500
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	151216.88

Minimum	0
Maximum	2081239
Zeros	3214
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	890.0 KiB

Quantile statistics

Minimum	0
5-th percentile	25344
Q1	63859
median	104015
Q3	170965
95-th percentile	436607
Maximum	2081239
Range	2081239
Interquartile range (IQR)	107106

Descriptive statistics

Standard deviation	182962.34
Coefficient of variation (CV)	1.2099333
Kurtosis	44.83821
Mean	151216.88
Median Absolute Deviation (MAD)	48250
Skewness	5.5084659
Sum	1.7223603 × 10¹⁰
Variance	3.3475217 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3214	2.8%
151216.8808	624	0.5%
161886	312	0.3%
191995	312	0.3%
454113	312	0.3%
68522	312	0.3%
153466	312	0.3%
112538	312	0.3%
256276	312	0.3%
400324	312	0.3%
Other values (490)	107566	94.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3214	2.8%
16954	105	0.1%
16960	101	0.1%
19780	100	0.1%
19895	151	0.1%
20048	159	0.1%
20162	165	0.1%
20542	190	0.2%
20673	147	0.1%
21610	162	0.1%

Value	Count	Frequency (%)
2081239	312	0.3%
1576316	312	0.3%
1092504	312	0.3%
902048	302	0.3%
717308	305	0.3%
624201	312	0.3%
610856	312	0.3%
605997	312	0.3%
567201	296	0.3%
552870	312	0.3%

population_female
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	500
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	157346.42

Minimum	0
Maximum	2260973
Zeros	3214
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	890.0 KiB

Quantile statistics

Minimum	0
5-th percentile	27125
Q1	65016
median	107217
Q3	175701
95-th percentile	457038
Maximum	2260973
Range	2260973
Interquartile range (IQR)	110685

Descriptive statistics

Standard deviation	195120.97
Coefficient of variation (CV)	1.2400725
Kurtosis	47.757772
Mean	157346.42
Median Absolute Deviation (MAD)	50129.424
Skewness	5.6943333
Sum	1.7921758 × 10¹⁰
Variance	3.8072193 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3214	2.8%
157346.4239	624	0.5%
58396	359	0.3%
168325	312	0.3%
359999	312	0.3%
159067	312	0.3%
121955	312	0.3%
272515	312	0.3%
440856	312	0.3%
110765	312	0.3%
Other values (490)	107519	94.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3214	2.8%
17255	105	0.1%
17875	101	0.1%
20623	100	0.1%
20897	151	0.1%
21087	165	0.1%
21297	147	0.1%
21799	159	0.1%
21978	190	0.2%
22127	151	0.1%

Value	Count	Frequency (%)
2260973	312	0.3%
1673999	312	0.3%
1167019	312	0.3%
939131	302	0.3%
754200	305	0.3%
646591	312	0.3%
641753	312	0.3%
641138	312	0.3%
590423	296	0.3%
569300	312	0.3%

population_density
Real number (ℝ)

ZEROS

Distinct	483
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	492.25816

Minimum	0
Maximum	4721.9
Zeros	3214
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	890.0 KiB

Quantile statistics

Minimum	0
5-th percentile	55.9
Q1	117.6
median	203.5
Q3	495.9
95-th percentile	2107.1
Maximum	4721.9
Range	4721.9
Interquartile range (IQR)	378.3

Descriptive statistics

Standard deviation	677.7734
Coefficient of variation (CV)	1.3768657
Kurtosis	6.853509
Mean	492.25816
Median Absolute Deviation (MAD)	110.6
Skewness	2.4777125
Sum	56068205
Variance	459376.78
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3214	2.8%
117.6	641	0.6%
55.9	624	0.5%
492.2581615	624	0.5%
222.3	624	0.5%
57.4	624	0.5%
140	530	0.5%
181.7	526	0.5%
102	519	0.5%
157.8	514	0.5%
Other values (473)	105460	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3214	2.8%
36.2	100	0.1%
36.8	115	0.1%
39.3	312	0.3%
39.8	92	0.1%
40.1	133	0.1%
40.2	107	0.1%
45.6	153	0.1%
47.1	128	0.1%
50	312	0.3%

Value	Count	Frequency (%)
4721.9	305	0.3%
3076.6	284	0.2%
3067.3	225	0.2%
3061.1	295	0.3%
3001.4	291	0.3%
2902.3	249	0.2%
2817.6	240	0.2%
2793.4	239	0.2%
2791.3	301	0.3%
2741.9	242	0.2%

population_age_00_09
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	497
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27062.015

Minimum	0
Maximum	379592
Zeros	3214
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	890.0 KiB

Quantile statistics

Minimum	0
5-th percentile	4314
Q1	11178
median	18239
Q3	29695
95-th percentile	78697
Maximum	379592
Range	379592
Interquartile range (IQR)	18517

Descriptive statistics

Standard deviation	33405.449
Coefficient of variation (CV)	1.2344036
Kurtosis	44.554567
Mean	27062.015
Median Absolute Deviation (MAD)	8393
Skewness	5.5052307
Sum	3.0823635 × 10⁹
Variance	1.115924 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3214	2.8%
27062.01513	624	0.5%
15715	624	0.5%
3822	367	0.3%
13483	358	0.3%
23369	312	0.3%
84871	312	0.3%
83479	312	0.3%
10479	312	0.3%
26921	312	0.3%
Other values (487)	107153	94.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3214	2.8%
2458	101	0.1%
2895	105	0.1%
3223	165	0.1%
3413	147	0.1%
3433	190	0.2%
3442	100	0.1%
3753	92	0.1%
3822	367	0.3%
3832	151	0.1%

Value	Count	Frequency (%)
379592	312	0.3%
284923	312	0.3%
182491	312	0.3%
181894	302	0.3%
142225	305	0.3%
115453	312	0.3%
115371	312	0.3%
107501	296	0.3%
105036	312	0.3%
104525	312	0.3%

population_age_10_19
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	500
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28982.423

Minimum	0
Maximum	408705
Zeros	3214
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	890.0 KiB

Quantile statistics

Minimum	0
5-th percentile	4608
Q1	12236
median	19061
Q3	33130
95-th percentile	88403
Maximum	408705
Range	408705
Interquartile range (IQR)	20894

Descriptive statistics

Standard deviation	35530.467
Coefficient of variation (CV)	1.2259316
Kurtosis	45.696709
Mean	28982.423
Median Absolute Deviation (MAD)	9146
Skewness	5.5279572
Sum	3.301098 × 10⁹
Variance	1.2624141 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3214	2.8%
28982.42276	624	0.5%
28188	312	0.3%
36250	312	0.3%
90248	312	0.3%
12089	312	0.3%
29388	312	0.3%
18738	312	0.3%
45807	312	0.3%
69832	312	0.3%
Other values (490)	107566	94.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3214	2.8%
2373	101	0.1%
3149	105	0.1%
3461	165	0.1%
3524	100	0.1%
3728	147	0.1%
3783	190	0.2%
3930	310	0.3%
4034	164	0.1%
4065	194	0.2%

Value	Count	Frequency (%)
408705	312	0.3%
302663	312	0.3%
202287	312	0.3%
159102	302	0.3%
131684	312	0.3%
127657	312	0.3%
125002	312	0.3%
117281	312	0.3%
115475	312	0.3%
115310	305	0.3%

population_age_20_29
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	499
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34212.49

Minimum	0
Maximum	421150
Zeros	3214
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	890.0 KiB

Quantile statistics

Minimum	0
5-th percentile	5611
Q1	13912
median	22074
Q3	39546
95-th percentile	92088
Maximum	421150
Range	421150
Interquartile range (IQR)	25634

Descriptive statistics

Standard deviation	40865.562
Coefficient of variation (CV)	1.1944632
Kurtosis	31.255266
Mean	34212.49
Median Absolute Deviation (MAD)	11076
Skewness	4.6358407
Sum	3.8968026 × 10⁹
Variance	1.6699942 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3214	2.8%
34212.49033	624	0.5%
16054	624	0.5%
7300	372	0.3%
32893	312	0.3%
68749	312	0.3%
29345	312	0.3%
21590	312	0.3%
46952	312	0.3%
75248	312	0.3%
Other values (489)	107194	94.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3214	2.8%
2730	101	0.1%
4109	172	0.2%
4138	92	0.1%
4187	105	0.1%
4461	151	0.1%
4665	100	0.1%
4764	130	0.1%
4805	129	0.1%
5113	117	0.1%

Value	Count	Frequency (%)
421150	312	0.3%
315630	312	0.3%
260498	302	0.3%
226692	305	0.3%
210921	312	0.3%
166203	301	0.3%
148893	296	0.3%
146846	312	0.3%
140387	312	0.3%
132589	312	0.3%

population_age_30_39
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	500
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37800.368

Minimum	0
Maximum	528328
Zeros	3214
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	890.0 KiB

Quantile statistics

Minimum	0
5-th percentile	6277
Q1	15311
median	24840
Q3	41554
95-th percentile	107958
Maximum	528328
Range	528328
Interquartile range (IQR)	26243

Descriptive statistics

Standard deviation	48043.881
Coefficient of variation (CV)	1.2709898
Kurtosis	41.164908
Mean	37800.368
Median Absolute Deviation (MAD)	11669
Skewness	5.3731955
Sum	4.3054619 × 10⁹
Variance	2.3082145 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3214	2.8%
37800.36815	624	0.5%
35701	548	0.5%
38125	312	0.3%
81437	312	0.3%
13942	312	0.3%
23750	312	0.3%
55952	312	0.3%
81444	312	0.3%
21454	312	0.3%
Other values (490)	107330	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3214	2.8%
3548	101	0.1%
4277	105	0.1%
4282	100	0.1%
4723	92	0.1%
4912	151	0.1%
5117	190	0.2%
5189	147	0.1%
5248	159	0.1%
5262	165	0.1%

Value	Count	Frequency (%)
528328	312	0.3%
402505	312	0.3%
295219	302	0.3%
257247	305	0.3%
249499	312	0.3%
172819	301	0.3%
154524	312	0.3%
151407	296	0.3%
151258	312	0.3%
150204	312	0.3%

population_age_40_49
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	498
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43123.205

Minimum	0
Maximum	712014
Zeros	3214
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	890.0 KiB

Quantile statistics

Minimum	0
5-th percentile	6159
Q1	16352
median	26507
Q3	49024
95-th percentile	140011
Maximum	712014
Range	712014
Interquartile range (IQR)	32672

Descriptive statistics

Standard deviation	59441.413
Coefficient of variation (CV)	1.378409
Kurtosis	55.435225
Mean	43123.205
Median Absolute Deviation (MAD)	13326
Skewness	6.1862618
Sum	4.9117331 × 10⁹
Variance	3.5332815 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3214	2.8%
43123.20543	624	0.5%
24422	463	0.4%
17242	351	0.3%
52253	312	0.3%
160939	312	0.3%
145766	312	0.3%
21547	312	0.3%
48944	312	0.3%
34367	312	0.3%
Other values (488)	107376	94.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3214	2.8%
3715	101	0.1%
3952	105	0.1%
4481	100	0.1%
4661	165	0.1%
4991	147	0.1%
5092	159	0.1%
5100	190	0.2%
5204	162	0.1%
5280	151	0.1%

Value	Count	Frequency (%)
712014	312	0.3%
519672	312	0.3%
346259	312	0.3%
248287	302	0.3%
201449	305	0.3%
200736	312	0.3%
188992	312	0.3%
181778	312	0.3%
174903	312	0.3%
162058	312	0.3%

population_age_50_59
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	499
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48923.286

Minimum	0
Maximum	695965
Zeros	3214
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	890.0 KiB

Quantile statistics

Minimum	0
5-th percentile	7701
Q1	21465
median	34465
Q3	55592
95-th percentile	141078
Maximum	695965
Range	695965
Interquartile range (IQR)	34127

Descriptive statistics

Standard deviation	58310.771
Coefficient of variation (CV)	1.1918817
Kurtosis	51.649821
Mean	48923.286
Median Absolute Deviation (MAD)	15503
Skewness	5.8892381
Sum	5.5723623 × 10⁹
Variance	3.400146 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3214	2.8%
48923.28631	624	0.5%
51041	469	0.4%
21227	401	0.4%
53864	312	0.3%
56389	312	0.3%
22812	312	0.3%
48354	312	0.3%
37143	312	0.3%
85879	312	0.3%
Other values (489)	107320	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3214	2.8%
5393	105	0.1%
5829	101	0.1%
6502	165	0.1%
6569	159	0.1%
6663	100	0.1%
6720	147	0.1%
6857	151	0.1%
6867	190	0.2%
6925	151	0.1%

Value	Count	Frequency (%)
695965	312	0.3%
499331	312	0.3%
348921	312	0.3%
265199	302	0.3%
198358	305	0.3%
195382	312	0.3%
191931	312	0.3%
183776	312	0.3%
181023	296	0.3%
174833	312	0.3%

population_age_60_69
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	496
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37709.616

Minimum	0
Maximum	501458
Zeros	3214
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	890.0 KiB

Quantile statistics

Minimum	0
5-th percentile	6638
Q1	16281
median	27203
Q3	43556
95-th percentile	106779
Maximum	501458
Range	501458
Interquartile range (IQR)	27275

Descriptive statistics

Standard deviation	43295.89
Coefficient of variation (CV)	1.1481393
Kurtosis	46.19319
Mean	37709.616
Median Absolute Deviation (MAD)	12295
Skewness	5.5448584
Sum	4.2951253 × 10⁹
Variance	1.8745341 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3214	2.8%
37709.61593	624	0.5%
30380	542	0.5%
13975	357	0.3%
12837	343	0.3%
14258	329	0.3%
120212	312	0.3%
106779	312	0.3%
17322	312	0.3%
38061	312	0.3%
Other values (486)	107243	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3214	2.8%
4668	105	0.1%
4727	151	0.1%
5035	159	0.1%
5202	165	0.1%
5212	151	0.1%
5338	125	0.1%
5349	190	0.2%
5426	162	0.1%
5557	147	0.1%

Value	Count	Frequency (%)
501458	312	0.3%
364488	312	0.3%
285323	312	0.3%
176421	302	0.3%
153102	312	0.3%
151058	312	0.3%
147003	312	0.3%
133674	305	0.3%
132882	312	0.3%
132280	296	0.3%

population_age_70_79
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	498
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29510.069

Minimum	0
Maximum	406123
Zeros	3214
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	890.0 KiB

Quantile statistics

Minimum	0
5-th percentile	5086
Q1	11634
median	20305
Q3	33907
95-th percentile	88923
Maximum	406123
Range	406123
Interquartile range (IQR)	22273

Descriptive statistics

Standard deviation	36326.67
Coefficient of variation (CV)	1.2309924
Kurtosis	45.649588
Mean	29510.069
Median Absolute Deviation (MAD)	9689
Skewness	5.6215646
Sum	3.3611968 × 10⁹
Variance	1.319627 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3214	2.8%
29510.06866	624	0.5%
26186	475	0.4%
12867	342	0.3%
34608	312	0.3%
41359	312	0.3%
32881	312	0.3%
29512	312	0.3%
62731	312	0.3%
102845	312	0.3%
Other values (488)	107373	94.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3214	2.8%
3195	105	0.1%
3733	125	0.1%
3818	159	0.1%
4064	147	0.1%
4069	100	0.1%
4106	165	0.1%
4134	151	0.1%
4190	151	0.1%
4246	190	0.2%

Value	Count	Frequency (%)
406123	312	0.3%
324842	312	0.3%
250534	312	0.3%
151580	302	0.3%
121655	305	0.3%
120133	312	0.3%
117118	312	0.3%
112213	312	0.3%
109916	312	0.3%
106547	296	0.3%

population_age_80_and_older
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	498
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21239.832

Minimum	0
Maximum	288877
Zeros	3214
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	890.0 KiB

Quantile statistics

Minimum	0
5-th percentile	3605
Q1	8123
median	14492
Q3	24555
95-th percentile	63498
Maximum	288877
Range	288877
Interquartile range (IQR)	16432

Descriptive statistics

Standard deviation	26074.52
Coefficient of variation (CV)	1.2276237
Kurtosis	45.332847
Mean	21239.832
Median Absolute Deviation (MAD)	7048
Skewness	5.6029078
Sum	2.4192169 × 10⁹
Variance	6.7988062 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3214	2.8%
21239.832	624	0.5%
11155	398	0.3%
22701	312	0.3%
52560	312	0.3%
22938	312	0.3%
22596	312	0.3%
42503	312	0.3%
84775	312	0.3%
20416	312	0.3%
Other values (488)	107480	94.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3214	2.8%
2493	105	0.1%
2591	151	0.1%
2767	125	0.1%
2780	159	0.1%
2894	151	0.1%
2969	194	0.2%
2991	101	0.1%
3077	190	0.2%
3107	101	0.1%

Value	Count	Frequency (%)
288877	312	0.3%
236261	312	0.3%
183288	312	0.3%
102979	302	0.3%
87111	312	0.3%
85438	312	0.3%
84775	312	0.3%
81971	312	0.3%
79168	312	0.3%
76176	296	0.3%

life_expectancy
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	113900
Missing (%)	100.0%
Memory size	890.0 KiB

new_hospitalized_patients
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	113900
Missing (%)	100.0%
Memory size	890.0 KiB

cumulative_hospitalized_patients
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	113900
Missing (%)	100.0%
Memory size	890.0 KiB

current_hospitalized_patients
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	113900
Missing (%)	100.0%
Memory size	890.0 KiB

current_intensive_care_patients
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	113900
Missing (%)	100.0%
Memory size	890.0 KiB

new_persons_fully_vaccinated
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	113900
Missing (%)	100.0%
Memory size	890.0 KiB

cumulative_persons_fully_vaccinated
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	113900
Missing (%)	100.0%
Memory size	890.0 KiB

Auto

Heatmap
Table

	new_confirmed	new_deceased	new_deceased_confirmed_ratio	population	population_male	population_female	population_density	population_age_00_09	population_age_10_19	population_age_20_29	population_age_30_39	population_age_40_49	population_age_50_59	population_age_60_69	population_age_70_79	population_age_80_and_older	country_name
new_confirmed	1.000	0.415	0.134	0.194	0.175	0.173	0.136	0.188	0.175	0.174	0.178	0.164	0.176	0.167	0.162	0.157	0.122
new_deceased	0.415	1.000	0.858	-0.041	-0.051	-0.055	0.075	-0.031	-0.049	-0.044	-0.040	-0.075	-0.047	-0.051	-0.066	-0.074	0.117
new_deceased_confirmed_ratio	0.134	0.858	1.000	0.003	0.001	-0.000	-0.007	0.001	0.001	-0.000	0.004	-0.004	-0.000	0.004	-0.002	-0.002	0.141
population	0.194	-0.041	0.003	1.000	0.934	0.934	0.258	0.924	0.927	0.889	0.924	0.928	0.928	0.920	0.918	0.912	0.388
population_male	0.175	-0.051	0.001	0.934	1.000	0.999	0.344	0.992	0.993	0.957	0.990	0.994	0.994	0.986	0.983	0.977	0.399
population_female	0.173	-0.055	-0.000	0.934	0.999	1.000	0.348	0.989	0.992	0.955	0.989	0.994	0.994	0.987	0.986	0.981	0.389
population_density	0.136	0.075	-0.007	0.258	0.344	0.348	1.000	0.388	0.343	0.467	0.399	0.315	0.307	0.270	0.295	0.283	0.265
population_age_00_09	0.188	-0.031	0.001	0.924	0.992	0.989	0.388	1.000	0.994	0.960	0.990	0.981	0.984	0.968	0.960	0.950	0.347
population_age_10_19	0.175	-0.049	0.001	0.927	0.993	0.992	0.343	0.994	1.000	0.958	0.983	0.988	0.989	0.973	0.966	0.958	0.372
population_age_20_29	0.174	-0.044	-0.000	0.889	0.957	0.955	0.467	0.960	0.958	1.000	0.972	0.945	0.929	0.907	0.907	0.902	0.335
population_age_30_39	0.178	-0.040	0.004	0.924	0.990	0.989	0.399	0.990	0.983	0.972	1.000	0.980	0.975	0.964	0.959	0.952	0.370
population_age_40_49	0.164	-0.075	-0.004	0.928	0.994	0.994	0.315	0.981	0.988	0.945	0.980	1.000	0.988	0.979	0.982	0.977	0.443
population_age_50_59	0.176	-0.047	-0.000	0.928	0.994	0.994	0.307	0.984	0.989	0.929	0.975	0.988	1.000	0.992	0.984	0.977	0.350
population_age_60_69	0.167	-0.051	0.004	0.920	0.986	0.987	0.270	0.968	0.973	0.907	0.964	0.979	0.992	1.000	0.989	0.986	0.396
population_age_70_79	0.162	-0.066	-0.002	0.918	0.983	0.986	0.295	0.960	0.966	0.907	0.959	0.982	0.984	0.989	1.000	0.994	0.464
population_age_80_and_older	0.157	-0.074	-0.002	0.912	0.977	0.981	0.283	0.950	0.958	0.902	0.952	0.977	0.977	0.986	0.994	1.000	0.488
country_name	0.122	0.117	0.141	0.388	0.399	0.389	0.265	0.347	0.372	0.335	0.370	0.443	0.350	0.396	0.464	0.488	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	date	week	location_key	new_confirmed	country_name	population	population_male	population_female	population_density	population_age_00_09	population_age_10_19	population_age_20_29	population_age_30_39	population_age_40_49	population_age_50_59	population_age_60_69	population_age_70_79	population_age_80_and_older	life_expectancy	new_hospitalized_patients	cumulative_hospitalized_patients	current_hospitalized_patients	current_intensive_care_patients	new_persons_fully_vaccinated	cumulative_persons_fully_vaccinated
0	2020-03-15	2020-03-09/2020-03-15	DE_BB_12051	2.0	Germany	72124.0	35617.0	36507.0	367.4	6029.0	5183.0	6646.0	9776.0	7690.0	11604.0	10152.0	8681.0	6363.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1	2020-03-17	2020-03-16/2020-03-22	DE_BB_12051	1.0	Germany	72124.0	35617.0	36507.0	367.4	6029.0	5183.0	6646.0	9776.0	7690.0	11604.0	10152.0	8681.0	6363.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2	2020-03-19	2020-03-16/2020-03-22	DE_BB_12051	2.0	Germany	72124.0	35617.0	36507.0	367.4	6029.0	5183.0	6646.0	9776.0	7690.0	11604.0	10152.0	8681.0	6363.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3	2020-03-20	2020-03-16/2020-03-22	DE_BB_12051	1.0	Germany	72124.0	35617.0	36507.0	367.4	6029.0	5183.0	6646.0	9776.0	7690.0	11604.0	10152.0	8681.0	6363.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN
4	2020-03-22	2020-03-16/2020-03-22	DE_BB_12051	2.0	Germany	72124.0	35617.0	36507.0	367.4	6029.0	5183.0	6646.0	9776.0	7690.0	11604.0	10152.0	8681.0	6363.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN
5	2020-03-23	2020-03-23/2020-03-29	DE_BB_12051	3.0	Germany	72124.0	35617.0	36507.0	367.4	6029.0	5183.0	6646.0	9776.0	7690.0	11604.0	10152.0	8681.0	6363.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN
6	2020-03-24	2020-03-23/2020-03-29	DE_BB_12051	1.0	Germany	72124.0	35617.0	36507.0	367.4	6029.0	5183.0	6646.0	9776.0	7690.0	11604.0	10152.0	8681.0	6363.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN
7	2020-03-26	2020-03-23/2020-03-29	DE_BB_12051	2.0	Germany	72124.0	35617.0	36507.0	367.4	6029.0	5183.0	6646.0	9776.0	7690.0	11604.0	10152.0	8681.0	6363.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN
8	2020-03-28	2020-03-23/2020-03-29	DE_BB_12051	1.0	Germany	72124.0	35617.0	36507.0	367.4	6029.0	5183.0	6646.0	9776.0	7690.0	11604.0	10152.0	8681.0	6363.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN
9	2020-03-29	2020-03-23/2020-03-29	DE_BB_12051	1.0	Germany	72124.0	35617.0	36507.0	367.4	6029.0	5183.0	6646.0	9776.0	7690.0	11604.0	10152.0	8681.0	6363.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN

	date	week	location_key	new_confirmed	country_name	population	population_male	population_female	population_density	population_age_00_09	population_age_10_19	population_age_20_29	population_age_30_39	population_age_40_49	population_age_50_59	population_age_60_69	population_age_70_79	population_age_80_and_older	life_expectancy	new_hospitalized_patients	cumulative_hospitalized_patients	current_hospitalized_patients	current_intensive_care_patients	new_persons_fully_vaccinated	cumulative_persons_fully_vaccinated
113890	2020-12-22	2020-12-21/2020-12-27	IT_88_SU	33.0	Italy	316364.006436	151216.880822	157346.423885	492.258161	27062.015131	28982.422764	34212.490333	37800.368154	43123.205427	48923.28631	37709.615929	29510.068655	21239.832003	NaN	NaN	NaN	NaN	NaN	NaN	NaN
113891	2020-12-23	2020-12-21/2020-12-27	IT_88_SU	67.0	Italy	316364.006436	151216.880822	157346.423885	492.258161	27062.015131	28982.422764	34212.490333	37800.368154	43123.205427	48923.28631	37709.615929	29510.068655	21239.832003	NaN	NaN	NaN	NaN	NaN	NaN	NaN
113892	2020-12-24	2020-12-21/2020-12-27	IT_88_SU	75.0	Italy	316364.006436	151216.880822	157346.423885	492.258161	27062.015131	28982.422764	34212.490333	37800.368154	43123.205427	48923.28631	37709.615929	29510.068655	21239.832003	NaN	NaN	NaN	NaN	NaN	NaN	NaN
113893	2020-12-25	2020-12-21/2020-12-27	IT_88_SU	81.0	Italy	316364.006436	151216.880822	157346.423885	492.258161	27062.015131	28982.422764	34212.490333	37800.368154	43123.205427	48923.28631	37709.615929	29510.068655	21239.832003	NaN	NaN	NaN	NaN	NaN	NaN	NaN
113894	2020-12-26	2020-12-21/2020-12-27	IT_88_SU	41.0	Italy	316364.006436	151216.880822	157346.423885	492.258161	27062.015131	28982.422764	34212.490333	37800.368154	43123.205427	48923.28631	37709.615929	29510.068655	21239.832003	NaN	NaN	NaN	NaN	NaN	NaN	NaN
113895	2020-12-27	2020-12-21/2020-12-27	IT_88_SU	10.0	Italy	316364.006436	151216.880822	157346.423885	492.258161	27062.015131	28982.422764	34212.490333	37800.368154	43123.205427	48923.28631	37709.615929	29510.068655	21239.832003	NaN	NaN	NaN	NaN	NaN	NaN	NaN
113896	2020-12-28	2020-12-28/2021-01-03	IT_88_SU	44.0	Italy	316364.006436	151216.880822	157346.423885	492.258161	27062.015131	28982.422764	34212.490333	37800.368154	43123.205427	48923.28631	37709.615929	29510.068655	21239.832003	NaN	NaN	NaN	NaN	NaN	NaN	NaN
113897	2020-12-29	2020-12-28/2021-01-03	IT_88_SU	22.0	Italy	316364.006436	151216.880822	157346.423885	492.258161	27062.015131	28982.422764	34212.490333	37800.368154	43123.205427	48923.28631	37709.615929	29510.068655	21239.832003	NaN	NaN	NaN	NaN	NaN	NaN	NaN
113898	2020-12-30	2020-12-28/2021-01-03	IT_88_SU	78.0	Italy	316364.006436	151216.880822	157346.423885	492.258161	27062.015131	28982.422764	34212.490333	37800.368154	43123.205427	48923.28631	37709.615929	29510.068655	21239.832003	NaN	NaN	NaN	NaN	NaN	NaN	NaN
113899	2020-12-31	2020-12-28/2021-01-03	IT_88_SU	84.0	Italy	316364.006436	151216.880822	157346.423885	492.258161	27062.015131	28982.422764	34212.490333	37800.368154	43123.205427	48923.28631	37709.615929	29510.068655	21239.832003	NaN	NaN	NaN	NaN	NaN	NaN	NaN

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample